Fold 1 - Understanding why coefficient 82350245 was selected
Tag: PHOTOZYME RETAIL
Selected Coefficient: 82350245
Taxonomy Path: 13.3.2.9.2
Taxonomy Name: Health & Beauty > Personal Care > Cosmetics > Skin Care > Anti-Aging Skin Care
Products with this tag: 4
Unique residual values tried: 4
The algorithm tries each unique residual value as a candidate coefficient and selects the one with the lowest total p-adic loss. The selected row is highlighted.
| Candidate Value | Total P-adic Loss | Taxonomy Path | P-adic Expansion | Taxonomy Name | Selected? |
|---|---|---|---|---|---|
| 82350245 | 1.000000 | 13.3.2.9.2 | 2.9.2.3.13 (2*79^4 + 9*79^3 + 2*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Cosmetics > Skin Care > Anti-Aging Skin Care | Yes |
| 588701298 | 1.000000 | 13.3.2.9.15 | 15.9.2.3.13 (15*79^4 + 9*79^3 + 2*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Cosmetics > Skin Care > Sunscreen | No |
| 783451703 | 1.000000 | 13.3.2.9.20 | 20.9.2.3.13 (20*79^4 + 9*79^3 + 2*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Cosmetics > Skin Care > Face Moisturizers | No |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "PHOTOZYME RETAIL" tag (processing sequence 3865). The residual is the encoded taxonomy value minus all coefficients from previously processed tags.
| Product ID | Title | Residual Before | Taxonomy Before | Tags Already Processed | Residual After | Taxonomy After | Tags Not Yet Processed |
|---|---|---|---|---|---|---|---|
| 16644 | Photozyme Ultra Rich DNA Facial Moisturizer Retail | 783451703 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Face Moisturizers | none | 701101458 | none | |
| 16473 | Photozyme BEYONDBloc Tinted Sunscreen SPF 30 - Retail | 588701298 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Sunscreen | none | 506351053 | none | |
| 16642 | Photozyme GFS Plus Night Serum with 1% Retinol Retail | 82350245 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Anti-Aging Skin Care | none | 0 | none | |
| 16520 | Photozyme iQuad Total Eye Therapy Retail | 0 | EYES | -82350245 | none |